Profiling Report

Dataset statistics

Number of variables	24
Number of observations	20000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	3.7 MiB
Average record size in memory	192.0 B

Variable types

Numeric	12
Categorical	9
Text	1
DateTime	2

Alerts

`Coordenadas Geográficas` has unique values	Unique
`Área Total (em metros quadrados)` has unique values	Unique
`Taxas de Juros Atuais` has unique values	Unique
`Custos de Manutenção Anuais` has unique values	Unique
`Taxas de Condomínio Mensais` has unique values	Unique
`Impostos sobre a Propriedade` has unique values	Unique
`Histórico de Valorização` has unique values	Unique
`Fluxos de Caixa Anuais` has unique values	Unique
`Retorno sobre Investimento (ROI)` has unique values	Unique

Reproduction

Analysis started	2023-09-05 22:46:34.546180
Analysis finished	2023-09-05 22:47:02.377548
Duration	27.83 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

ID da Propriedade
Real number (ℝ)

Distinct	8631
Distinct (%)	43.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4979.7729

Minimum	1
Maximum	10000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1
5-th percentile	488.95
Q1	2467
median	4957
Q3	7508
95-th percentile	9505
Maximum	10000
Range	9999
Interquartile range (IQR)	5041

Descriptive statistics

Standard deviation	2894.8548
Coefficient of variation (CV)	0.58132266
Kurtosis	-1.2071591
Mean	4979.7729
Median Absolute Deviation (MAD)	2518
Skewness	0.0075302742
Sum	99595458
Variance	8380184.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3878	10	0.1%
7735	9	< 0.1%
6259	8	< 0.1%
4640	8	< 0.1%
866	8	< 0.1%
2876	7	< 0.1%
7721	7	< 0.1%
1438	7	< 0.1%
870	7	< 0.1%
7189	7	< 0.1%
Other values (8621)	19922	99.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	4	< 0.1%
3	5	< 0.1%
5	3	< 0.1%
6	3	< 0.1%
7	3	< 0.1%
8	2	< 0.1%
9	1	< 0.1%
10	1	< 0.1%
11	1	< 0.1%

Value	Count	Frequency (%)
10000	3	< 0.1%
9999	1	< 0.1%
9998	1	< 0.1%
9997	3	< 0.1%
9995	1	< 0.1%
9993	4	< 0.1%
9992	2	< 0.1%
9991	2	< 0.1%
9990	2	< 0.1%
9988	1	< 0.1%

Tipo de Imóvel
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.4 KiB

Condomínio	6693
Casa	6672
Apartamento	6635

Length

Max length	11
Median length	10
Mean length	8.33015
Min length	4

Characters and Unicode

Total characters	166603
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Apartamento
2nd row	Condomínio
3rd row	Casa
4th row	Condomínio
5th row	Condomínio

Common Values

Value	Count	Frequency (%)
Condomínio	6693	33.5%
Casa	6672	33.4%
Apartamento	6635	33.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
condomínio	6693	33.5%
casa	6672	33.4%
apartamento	6635	33.2%

Most occurring characters

Value	Count	Frequency (%)
o	26714	16.0%
a	26614	16.0%
n	20021	12.0%
C	13365	8.0%
m	13328	8.0%
t	13270	8.0%
d	6693	4.0%
í	6693	4.0%
i	6693	4.0%
s	6672	4.0%
Other values (4)	26540	15.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	146603	88.0%
Uppercase Letter	20000	12.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	26714	18.2%
a	26614	18.2%
n	20021	13.7%
m	13328	9.1%
t	13270	9.1%
d	6693	4.6%
í	6693	4.6%
i	6693	4.6%
s	6672	4.6%
p	6635	4.5%
Other values (2)	13270	9.1%

Uppercase Letter

Value	Count	Frequency (%)
C	13365	66.8%
A	6635	33.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	166603	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	26714	16.0%
a	26614	16.0%
n	20021	12.0%
C	13365	8.0%
m	13328	8.0%
t	13270	8.0%
d	6693	4.0%
í	6693	4.0%
i	6693	4.0%
s	6672	4.0%
Other values (4)	26540	15.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	159910	96.0%
None	6693	4.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	26714	16.7%
a	26614	16.6%
n	20021	12.5%
C	13365	8.4%
m	13328	8.3%
t	13270	8.3%
d	6693	4.2%
i	6693	4.2%
s	6672	4.2%
A	6635	4.1%
Other values (3)	19905	12.4%

None

Value	Count	Frequency (%)
í	6693	100.0%

Localização
Categorical

Distinct	10
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.4 KiB

Cidade 5	2040
Cidade 7	2035
Cidade 8	2031
Cidade 10	2025
Cidade 9	2009
Other values (5)	9860

Length

Max length	9
Median length	8
Mean length	8.10125
Min length	8

Characters and Unicode

Total characters	162025
Distinct characters	16
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Cidade 8
2nd row	Cidade 7
3rd row	Cidade 8
4th row	Cidade 8
5th row	Cidade 5

Common Values

Value	Count	Frequency (%)
Cidade 5	2040	10.2%
Cidade 7	2035	10.2%
Cidade 8	2031	10.2%
Cidade 10	2025	10.1%
Cidade 9	2009	10.0%
Cidade 2	2004	10.0%
Cidade 3	1985	9.9%
Cidade 6	1973	9.9%
Cidade 4	1962	9.8%
Cidade 1	1936	9.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
cidade	20000	50.0%
5	2040	5.1%
7	2035	5.1%
8	2031	5.1%
10	2025	5.1%
9	2009	5.0%
2	2004	5.0%
3	1985	5.0%
6	1973	4.9%
4	1962	4.9%

Most occurring characters

Value	Count	Frequency (%)
d	40000	24.7%
C	20000	12.3%
i	20000	12.3%
a	20000	12.3%
e	20000	12.3%
	20000	12.3%
1	3961	2.4%
5	2040	1.3%
7	2035	1.3%
8	2031	1.3%
Other values (6)	11958	7.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	100000	61.7%
Decimal Number	22025	13.6%
Uppercase Letter	20000	12.3%
Space Separator	20000	12.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	3961	18.0%
5	2040	9.3%
7	2035	9.2%
8	2031	9.2%
0	2025	9.2%
9	2009	9.1%
2	2004	9.1%
3	1985	9.0%
6	1973	9.0%
4	1962	8.9%

Lowercase Letter

Value	Count	Frequency (%)
d	40000	40.0%
i	20000	20.0%
a	20000	20.0%
e	20000	20.0%

Uppercase Letter

Value	Count	Frequency (%)
C	20000	100.0%

Space Separator

Value	Count	Frequency (%)
	20000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	120000	74.1%
Common	42025	25.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
	20000	47.6%
1	3961	9.4%
5	2040	4.9%
7	2035	4.8%
8	2031	4.8%
0	2025	4.8%
9	2009	4.8%
2	2004	4.8%
3	1985	4.7%
6	1973	4.7%

Latin

Value	Count	Frequency (%)
d	40000	33.3%
C	20000	16.7%
i	20000	16.7%
a	20000	16.7%
e	20000	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	162025	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
d	40000	24.7%
C	20000	12.3%
i	20000	12.3%
a	20000	12.3%
e	20000	12.3%
	20000	12.3%
1	3961	2.4%
5	2040	1.3%
7	2035	1.3%
8	2031	1.3%
Other values (6)	11958	7.4%

Coordenadas Geográficas
Text

UNIQUE

Distinct	20000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	156.4 KiB

Length

Max length	44
Median length	43
Mean length	39.6498
Min length	34

Characters and Unicode

Total characters	792996
Distinct characters	16
Distinct categories	6 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	20000 ?
Unique (%)	100.0%

Sample

1st row	(-70.22159224490184, 3.7662768709245995)
2nd row	(61.07885709193957, 9.97770412467574)
3rd row	(32.30897809624264, 63.624690308488766)
4th row	(83.87940579353597, 26.253839203995028)
5th row	(-12.467080314031179, 67.49621514853379)

Value	Count	Frequency (%)
70.22159224490184	1	< 0.1%
15.74141978357278	1	< 0.1%
161.69079770730303	1	< 0.1%
51.663815973710115	1	< 0.1%
160.86302850822284	1	< 0.1%
66.59911124548321	1	< 0.1%
166.12624342436015	1	< 0.1%
39.74314187082672	1	< 0.1%
92.1125748716351	1	< 0.1%
12.56883642175697	1	< 0.1%
Other values (39990)	39990	> 99.9%

Most occurring characters

Value	Count	Frequency (%)
1	72898	9.2%
5	67393	8.5%
4	66792	8.4%
6	66412	8.4%
3	65675	8.3%
2	65480	8.3%
7	65405	8.2%
8	64403	8.1%
9	60649	7.6%
0	57935	7.3%
Other values (6)	139954	17.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	653042	82.4%
Other Punctuation	60000	7.6%
Open Punctuation	20000	2.5%
Space Separator	20000	2.5%
Close Punctuation	20000	2.5%
Dash Punctuation	19954	2.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	72898	11.2%
5	67393	10.3%
4	66792	10.2%
6	66412	10.2%
3	65675	10.1%
2	65480	10.0%
7	65405	10.0%
8	64403	9.9%
9	60649	9.3%
0	57935	8.9%

Other Punctuation

Value	Count	Frequency (%)
.	40000	66.7%
,	20000	33.3%

Open Punctuation

Value	Count	Frequency (%)
(	20000	100.0%

Space Separator

Value	Count	Frequency (%)
	20000	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	20000	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	19954	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	792996	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	72898	9.2%
5	67393	8.5%
4	66792	8.4%
6	66412	8.4%
3	65675	8.3%
2	65480	8.3%
7	65405	8.2%
8	64403	8.1%
9	60649	7.6%
0	57935	7.3%
Other values (6)	139954	17.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	792996	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	72898	9.2%
5	67393	8.5%
4	66792	8.4%
6	66412	8.4%
3	65675	8.3%
2	65480	8.3%
7	65405	8.2%
8	64403	8.1%
9	60649	7.6%
0	57935	7.3%
Other values (6)	139954	17.6%

Número de Quartos
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.48765

Minimum	1
Maximum	6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	3
Q3	5
95-th percentile	6
Maximum	6
Range	5
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.7186318
Coefficient of variation (CV)	0.49277645
Kurtosis	-1.2867706
Mean	3.48765
Median Absolute Deviation (MAD)	2
Skewness	0.014361651
Sum	69753
Variance	2.9536952
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
2	3419	17.1%
1	3396	17.0%
6	3373	16.9%
5	3311	16.6%
3	3278	16.4%
4	3223	16.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	3396	17.0%
2	3419	17.1%
3	3278	16.4%
4	3223	16.1%
5	3311	16.6%
6	3373	16.9%

Value	Count	Frequency (%)
6	3373	16.9%
5	3311	16.6%
4	3223	16.1%
3	3278	16.4%
2	3419	17.1%
1	3396	17.0%

Número de Banheiros
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.4 KiB

4	5131
1	5054
3	4936
2	4879

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	20000
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	2
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
4	5131	25.7%
1	5054	25.3%
3	4936	24.7%
2	4879	24.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4	5131	25.7%
1	5054	25.3%
3	4936	24.7%
2	4879	24.4%

Most occurring characters

Value	Count	Frequency (%)
4	5131	25.7%
1	5054	25.3%
3	4936	24.7%
2	4879	24.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	20000	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	5131	25.7%
1	5054	25.3%
3	4936	24.7%
2	4879	24.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	20000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	5131	25.7%
1	5054	25.3%
3	4936	24.7%
2	4879	24.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	5131	25.7%
1	5054	25.3%
3	4936	24.7%
2	4879	24.4%

Área Total (em metros quadrados)
Real number (ℝ)

UNIQUE

Distinct	20000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	175.28529

Minimum	50.001324
Maximum	299.96913
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	50.001324
5-th percentile	62.821664
Q1	112.6974
median	175.88135
Q3	237.10511
95-th percentile	287.75897
Maximum	299.96913
Range	249.96781
Interquartile range (IQR)	124.40771

Descriptive statistics

Standard deviation	72.085778
Coefficient of variation (CV)	0.4112483
Kurtosis	-1.1931871
Mean	175.28529
Median Absolute Deviation (MAD)	62.184445
Skewness	-0.0018721972
Sum	3505705.8
Variance	5196.3593
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
166.1873685	1	< 0.1%
61.5111992	1	< 0.1%
219.4416301	1	< 0.1%
227.5092651	1	< 0.1%
86.24110051	1	< 0.1%
196.3696191	1	< 0.1%
206.1211508	1	< 0.1%
213.1802684	1	< 0.1%
143.6695815	1	< 0.1%
284.8197049	1	< 0.1%
Other values (19990)	19990	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
50.00132388	1	< 0.1%
50.01853548	1	< 0.1%
50.02249973	1	< 0.1%
50.02799413	1	< 0.1%
50.0291867	1	< 0.1%
50.03902358	1	< 0.1%
50.04854964	1	< 0.1%
50.05155458	1	< 0.1%
50.06083095	1	< 0.1%
50.08350272	1	< 0.1%

Value	Count	Frequency (%)
299.9691309	1	< 0.1%
299.9674472	1	< 0.1%
299.9528996	1	< 0.1%
299.9338467	1	< 0.1%
299.9245925	1	< 0.1%
299.9178651	1	< 0.1%
299.9155138	1	< 0.1%
299.9151753	1	< 0.1%
299.90449	1	< 0.1%
299.8899375	1	< 0.1%

Idade da Propriedade
Real number (ℝ)

Distinct	50
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.5706

Minimum	1
Maximum	50
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	13
median	26
Q3	38
95-th percentile	48
Maximum	50
Range	49
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	14.404999
Coefficient of variation (CV)	0.56334223
Kurtosis	-1.1979594
Mean	25.5706
Median Absolute Deviation (MAD)	12
Skewness	-0.00059051807
Sum	511412
Variance	207.50399
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
27	449	2.2%
50	430	2.1%
36	423	2.1%
15	422	2.1%
30	420	2.1%
13	419	2.1%
12	418	2.1%
32	417	2.1%
11	416	2.1%
7	415	2.1%
Other values (40)	15771	78.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	369	1.8%
2	405	2.0%
3	386	1.9%
4	402	2.0%
5	402	2.0%
6	371	1.9%
7	415	2.1%
8	403	2.0%
9	396	2.0%
10	369	1.8%

Value	Count	Frequency (%)
50	430	2.1%
49	377	1.9%
48	411	2.1%
47	404	2.0%
46	407	2.0%
45	384	1.9%
44	410	2.1%
43	382	1.9%
42	390	1.9%
41	411	2.1%

Condição da Propriedade
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.4 KiB

Média	5067
Boa	5048
Excelente	4967
Ruim	4918

Length

Max length	9
Median length	5
Mean length	5.2427
Min length	3

Characters and Unicode

Total characters	104854
Distinct characters	17
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Ruim
2nd row	Boa
3rd row	Boa
4th row	Ruim
5th row	Média

Common Values

Value	Count	Frequency (%)
Média	5067	25.3%
Boa	5048	25.2%
Excelente	4967	24.8%
Ruim	4918	24.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
média	5067	25.3%
boa	5048	25.2%
excelente	4967	24.8%
ruim	4918	24.6%

Most occurring characters

Value	Count	Frequency (%)
e	14901	14.2%
a	10115	9.6%
i	9985	9.5%
M	5067	4.8%
d	5067	4.8%
é	5067	4.8%
B	5048	4.8%
o	5048	4.8%
l	4967	4.7%
t	4967	4.7%
Other values (7)	34622	33.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	84854	80.9%
Uppercase Letter	20000	19.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	14901	17.6%
a	10115	11.9%
i	9985	11.8%
d	5067	6.0%
é	5067	6.0%
o	5048	5.9%
l	4967	5.9%
t	4967	5.9%
n	4967	5.9%
x	4967	5.9%
Other values (3)	14803	17.4%

Uppercase Letter

Value	Count	Frequency (%)
M	5067	25.3%
B	5048	25.2%
E	4967	24.8%
R	4918	24.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	104854	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	14901	14.2%
a	10115	9.6%
i	9985	9.5%
M	5067	4.8%
d	5067	4.8%
é	5067	4.8%
B	5048	4.8%
o	5048	4.8%
l	4967	4.7%
t	4967	4.7%
Other values (7)	34622	33.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	99787	95.2%
None	5067	4.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	14901	14.9%
a	10115	10.1%
i	9985	10.0%
M	5067	5.1%
d	5067	5.1%
B	5048	5.1%
o	5048	5.1%
l	4967	5.0%
t	4967	5.0%
n	4967	5.0%
Other values (6)	29655	29.7%

None

Value	Count	Frequency (%)
é	5067	100.0%

Amenidades
Categorical

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.4 KiB

Vista panorâmica, Piscina	1737
Jardim, Piscina	1706
Piscina, Jardim	1697
Jardim, Vista panorâmica	1687
Garagem, Jardim	1685
Other values (7)	11488

Length

Max length	25
Median length	24
Mean length	20.00335
Min length	15

Characters and Unicode

Total characters	400067
Distinct characters	20
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Garagem, Vista panorâmica
2nd row	Jardim, Garagem
3rd row	Piscina, Vista panorâmica
4th row	Garagem, Vista panorâmica
5th row	Piscina, Garagem

Common Values

Value	Count	Frequency (%)
Vista panorâmica, Piscina	1737	8.7%
Jardim, Piscina	1706	8.5%
Piscina, Jardim	1697	8.5%
Jardim, Vista panorâmica	1687	8.4%
Garagem, Jardim	1685	8.4%
Jardim, Garagem	1678	8.4%
Vista panorâmica, Jardim	1678	8.4%
Piscina, Vista panorâmica	1674	8.4%
Garagem, Vista panorâmica	1662	8.3%
Garagem, Piscina	1613	8.1%
Other values (2)	3183	15.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
jardim	10131	20.3%
piscina	10026	20.0%
vista	10022	20.0%
panorâmica	10022	20.0%
garagem	9821	19.6%

Most occurring characters

Value	Count	Frequency (%)
a	69865	17.5%
i	50227	12.6%
	30022	7.5%
r	29974	7.5%
m	29974	7.5%
s	20048	5.0%
n	20048	5.0%
c	20048	5.0%
,	20000	5.0%
d	10131	2.5%
Other values (10)	99730	24.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	310045	77.5%
Uppercase Letter	40000	10.0%
Space Separator	30022	7.5%
Other Punctuation	20000	5.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	69865	22.5%
i	50227	16.2%
r	29974	9.7%
m	29974	9.7%
s	20048	6.5%
n	20048	6.5%
c	20048	6.5%
d	10131	3.3%
â	10022	3.2%
o	10022	3.2%
Other values (4)	39686	12.8%

Uppercase Letter

Value	Count	Frequency (%)
J	10131	25.3%
P	10026	25.1%
V	10022	25.1%
G	9821	24.6%

Space Separator

Value	Count	Frequency (%)
	30022	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	20000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	350045	87.5%
Common	50022	12.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	69865	20.0%
i	50227	14.3%
r	29974	8.6%
m	29974	8.6%
s	20048	5.7%
n	20048	5.7%
c	20048	5.7%
d	10131	2.9%
J	10131	2.9%
P	10026	2.9%
Other values (8)	79573	22.7%

Common

Value	Count	Frequency (%)
	30022	60.0%
,	20000	40.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	390045	97.5%
None	10022	2.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	69865	17.9%
i	50227	12.9%
	30022	7.7%
r	29974	7.7%
m	29974	7.7%
s	20048	5.1%
n	20048	5.1%
c	20048	5.1%
,	20000	5.1%
d	10131	2.6%
Other values (9)	89708	23.0%

None

Value	Count	Frequency (%)
â	10022	100.0%

Preço de Venda Anterior
Real number (ℝ)

Distinct	19953
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2527320.8

Minimum	50332
Maximum	4999877
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	50332
5-th percentile	307307.3
Q1	1298816.2
median	2528174.5
Q3	3762439.5
95-th percentile	4748674.4
Maximum	4999877
Range	4949545
Interquartile range (IQR)	2463623.2

Descriptive statistics

Standard deviation	1422882
Coefficient of variation (CV)	0.56300017
Kurtosis	-1.1942864
Mean	2527320.8
Median Absolute Deviation (MAD)	1231544
Skewness	0.0036538082
Sum	5.0546416 × 10¹⁰
Variance	2.0245933 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
946757	2	< 0.1%
4754029	2	< 0.1%
4305339	2	< 0.1%
3869232	2	< 0.1%
109617	2	< 0.1%
1666854	2	< 0.1%
2353639	2	< 0.1%
2674035	2	< 0.1%
561985	2	< 0.1%
2526327	2	< 0.1%
Other values (19943)	19980	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
50332	1	< 0.1%
50781	1	< 0.1%
51793	1	< 0.1%
51806	1	< 0.1%
52042	1	< 0.1%
52056	1	< 0.1%
52091	1	< 0.1%
52152	1	< 0.1%
52250	1	< 0.1%
52748	1	< 0.1%

Value	Count	Frequency (%)
4999877	1	< 0.1%
4999756	1	< 0.1%
4999665	1	< 0.1%
4999609	1	< 0.1%
4999523	1	< 0.1%
4999449	1	< 0.1%
4999356	1	< 0.1%
4999044	1	< 0.1%
4998600	1	< 0.1%
4997895	1	< 0.1%

Data de Venda Anterior
Date

Distinct	10962
Distinct (%)	54.8%
Missing	0
Missing (%)	0.0%
Memory size	156.4 KiB

Minimum	1980-01-01 00:00:00
Maximum	2023-12-28 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

Histórico de Aluguel
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.4 KiB

Não	10096
Sim	9904

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	60000
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Não
2nd row	Não
3rd row	Não
4th row	Sim
5th row	Sim

Common Values

Value	Count	Frequency (%)
Não	10096	50.5%
Sim	9904	49.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
não	10096	50.5%
sim	9904	49.5%

Most occurring characters

Value	Count	Frequency (%)
N	10096	16.8%
ã	10096	16.8%
o	10096	16.8%
S	9904	16.5%
i	9904	16.5%
m	9904	16.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	40000	66.7%
Uppercase Letter	20000	33.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
ã	10096	25.2%
o	10096	25.2%
i	9904	24.8%
m	9904	24.8%

Uppercase Letter

Value	Count	Frequency (%)
N	10096	50.5%
S	9904	49.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	60000	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	10096	16.8%
ã	10096	16.8%
o	10096	16.8%
S	9904	16.5%
i	9904	16.5%
m	9904	16.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	49904	83.2%
None	10096	16.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	10096	20.2%
o	10096	20.2%
S	9904	19.8%
i	9904	19.8%
m	9904	19.8%

None

Value	Count	Frequency (%)
ã	10096	100.0%

Características do Bairro
Categorical

Distinct	20
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.4 KiB

Bairro 8	1069
Bairro 17	1026
Bairro 18	1025
Bairro 6	1023
Bairro 10	1010
Other values (15)	14847

Length

Max length	9
Median length	9
Mean length	8.54835
Min length	8

Characters and Unicode

Total characters	170967
Distinct characters	16
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Bairro 12
2nd row	Bairro 9
3rd row	Bairro 16
4th row	Bairro 15
5th row	Bairro 8

Common Values

Value	Count	Frequency (%)
Bairro 8	1069	5.3%
Bairro 17	1026	5.1%
Bairro 18	1025	5.1%
Bairro 6	1023	5.1%
Bairro 10	1010	5.1%
Bairro 9	1009	5.0%
Bairro 13	1008	5.0%
Bairro 7	1004	5.0%
Bairro 2	1001	5.0%
Bairro 15	1001	5.0%
Other values (10)	9824	49.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
bairro	20000	50.0%
8	1069	2.7%
17	1026	2.6%
18	1025	2.6%
6	1023	2.6%
10	1010	2.5%
9	1009	2.5%
13	1008	2.5%
7	1004	2.5%
15	1001	2.5%
Other values (11)	10825	27.1%

Most occurring characters

Value	Count	Frequency (%)
r	40000	23.4%
B	20000	11.7%
a	20000	11.7%
i	20000	11.7%
o	20000	11.7%
	20000	11.7%
1	11954	7.0%
2	2971	1.7%
8	2094	1.2%
7	2030	1.2%
Other values (6)	11918	7.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	100000	58.5%
Decimal Number	30967	18.1%
Uppercase Letter	20000	11.7%
Space Separator	20000	11.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	11954	38.6%
2	2971	9.6%
8	2094	6.8%
7	2030	6.6%
5	1996	6.4%
6	1994	6.4%
0	1994	6.4%
9	1993	6.4%
3	1972	6.4%
4	1969	6.4%

Lowercase Letter

Value	Count	Frequency (%)
r	40000	40.0%
a	20000	20.0%
i	20000	20.0%
o	20000	20.0%

Uppercase Letter

Value	Count	Frequency (%)
B	20000	100.0%

Space Separator

Value	Count	Frequency (%)
	20000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	120000	70.2%
Common	50967	29.8%

Most frequent character per script

Common

Value	Count	Frequency (%)
	20000	39.2%
1	11954	23.5%
2	2971	5.8%
8	2094	4.1%
7	2030	4.0%
5	1996	3.9%
6	1994	3.9%
0	1994	3.9%
9	1993	3.9%
3	1972	3.9%

Latin

Value	Count	Frequency (%)
r	40000	33.3%
B	20000	16.7%
a	20000	16.7%
i	20000	16.7%
o	20000	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	170967	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	40000	23.4%
B	20000	11.7%
a	20000	11.7%
i	20000	11.7%
o	20000	11.7%
	20000	11.7%
1	11954	7.0%
2	2971	1.7%
8	2094	1.2%
7	2030	1.2%
Other values (6)	11918	7.0%

Tendências de Mercado
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.4 KiB

Decrescente	6767
Estável	6640
Crescente	6593

Length

Max length	11
Median length	9
Mean length	9.0127
Min length	7

Characters and Unicode

Total characters	180254
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Decrescente
2nd row	Estável
3rd row	Crescente
4th row	Estável
5th row	Decrescente

Common Values

Value	Count	Frequency (%)
Decrescente	6767	33.8%
Estável	6640	33.2%
Crescente	6593	33.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
decrescente	6767	33.8%
estável	6640	33.2%
crescente	6593	33.0%

Most occurring characters

Value	Count	Frequency (%)
e	53487	29.7%
c	20127	11.2%
s	20000	11.1%
t	20000	11.1%
r	13360	7.4%
n	13360	7.4%
D	6767	3.8%
E	6640	3.7%
á	6640	3.7%
v	6640	3.7%
Other values (2)	13233	7.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	160254	88.9%
Uppercase Letter	20000	11.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	53487	33.4%
c	20127	12.6%
s	20000	12.5%
t	20000	12.5%
r	13360	8.3%
n	13360	8.3%
á	6640	4.1%
v	6640	4.1%
l	6640	4.1%

Uppercase Letter

Value	Count	Frequency (%)
D	6767	33.8%
E	6640	33.2%
C	6593	33.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	180254	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	53487	29.7%
c	20127	11.2%
s	20000	11.1%
t	20000	11.1%
r	13360	7.4%
n	13360	7.4%
D	6767	3.8%
E	6640	3.7%
á	6640	3.7%
v	6640	3.7%
Other values (2)	13233	7.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	173614	96.3%
None	6640	3.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	53487	30.8%
c	20127	11.6%
s	20000	11.5%
t	20000	11.5%
r	13360	7.7%
n	13360	7.7%
D	6767	3.9%
E	6640	3.8%
v	6640	3.8%
l	6640	3.8%

None

Value	Count	Frequency (%)
á	6640	100.0%

Taxas de Juros Atuais
Real number (ℝ)

UNIQUE

Distinct	20000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.9976546

Minimum	2.0001895
Maximum	5.9997337
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	2.0001895
5-th percentile	2.2050171
Q1	2.9860352
median	3.9980898
Q3	4.999098
95-th percentile	5.7958974
Maximum	5.9997337
Range	3.9995442
Interquartile range (IQR)	2.0130628

Descriptive statistics

Standard deviation	1.1553953
Coefficient of variation (CV)	0.28901829
Kurtosis	-1.2087333
Mean	3.9976546
Median Absolute Deviation (MAD)	1.0057514
Skewness	0.00082019466
Sum	79953.093
Variance	1.3349383
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.32830225	1	< 0.1%
3.08968716	1	< 0.1%
4.620953305	1	< 0.1%
4.764526452	1	< 0.1%
2.999725869	1	< 0.1%
4.352659649	1	< 0.1%
3.059628096	1	< 0.1%
5.776080111	1	< 0.1%
5.345173021	1	< 0.1%
4.617845444	1	< 0.1%
Other values (19990)	19990	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.000189463	1	< 0.1%
2.000317137	1	< 0.1%
2.000384133	1	< 0.1%
2.000397261	1	< 0.1%
2.000600658	1	< 0.1%
2.000609274	1	< 0.1%
2.00068998	1	< 0.1%
2.000810133	1	< 0.1%
2.001027439	1	< 0.1%
2.001085625	1	< 0.1%

Value	Count	Frequency (%)
5.999733685	1	< 0.1%
5.999646202	1	< 0.1%
5.999168355	1	< 0.1%
5.999156511	1	< 0.1%
5.999107651	1	< 0.1%
5.998897642	1	< 0.1%
5.998762899	1	< 0.1%
5.998579411	1	< 0.1%
5.998326169	1	< 0.1%
5.998178819	1	< 0.1%

Custos de Manutenção Anuais
Real number (ℝ)

UNIQUE

Distinct	20000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2549.6743

Minimum	100.43171
Maximum	4999.9332
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	100.43171
5-th percentile	355.44858
Q1	1326.8962
median	2550.9097
Q3	3776.1689
95-th percentile	4750.0524
Maximum	4999.9332
Range	4899.5014
Interquartile range (IQR)	2449.2727

Descriptive statistics

Standard deviation	1412.2397
Coefficient of variation (CV)	0.55389023
Kurtosis	-1.2025753
Mean	2549.6743
Median Absolute Deviation (MAD)	1224.8513
Skewness	0.00062652899
Sum	50993486
Variance	1994420.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3239.872395	1	< 0.1%
3859.527441	1	< 0.1%
993.8869631	1	< 0.1%
2113.983387	1	< 0.1%
1821.207338	1	< 0.1%
3326.368207	1	< 0.1%
2705.397204	1	< 0.1%
2090.341132	1	< 0.1%
750.9691611	1	< 0.1%
3741.619367	1	< 0.1%
Other values (19990)	19990	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
100.4317112	1	< 0.1%
100.7134358	1	< 0.1%
101.0401406	1	< 0.1%
101.5823321	1	< 0.1%
101.9712357	1	< 0.1%
102.8875474	1	< 0.1%
102.8903438	1	< 0.1%
103.0942971	1	< 0.1%
103.1116995	1	< 0.1%
103.3993575	1	< 0.1%

Value	Count	Frequency (%)
4999.933161	1	< 0.1%
4999.136461	1	< 0.1%
4998.444024	1	< 0.1%
4998.381763	1	< 0.1%
4998.162872	1	< 0.1%
4998.150319	1	< 0.1%
4997.549047	1	< 0.1%
4997.227665	1	< 0.1%
4997.038213	1	< 0.1%
4996.756934	1	< 0.1%

Taxas de Condomínio Mensais
Real number (ℝ)

UNIQUE

Distinct	20000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	274.81418

Minimum	50.057598
Maximum	499.96606
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	50.057598
5-th percentile	72.238422
Q1	161.93693
median	274.83756
Q3	386.3815
95-th percentile	477.20976
Maximum	499.96606
Range	449.90846
Interquartile range (IQR)	224.44457

Descriptive statistics

Standard deviation	129.64122
Coefficient of variation (CV)	0.47174137
Kurtosis	-1.196181
Mean	274.81418
Median Absolute Deviation (MAD)	112.36853
Skewness	0.00044640892
Sum	5496283.5
Variance	16806.845
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
169.978276	1	< 0.1%
308.7743372	1	< 0.1%
307.3780507	1	< 0.1%
236.3257497	1	< 0.1%
122.3502178	1	< 0.1%
428.8273032	1	< 0.1%
197.6422183	1	< 0.1%
89.29853968	1	< 0.1%
161.0024876	1	< 0.1%
259.4888499	1	< 0.1%
Other values (19990)	19990	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
50.05759755	1	< 0.1%
50.12576468	1	< 0.1%
50.12903503	1	< 0.1%
50.17190152	1	< 0.1%
50.189158	1	< 0.1%
50.24000554	1	< 0.1%
50.2510003	1	< 0.1%
50.25700124	1	< 0.1%
50.28219356	1	< 0.1%
50.28453324	1	< 0.1%

Value	Count	Frequency (%)
499.9660614	1	< 0.1%
499.9212625	1	< 0.1%
499.8855984	1	< 0.1%
499.8797252	1	< 0.1%
499.8687771	1	< 0.1%
499.8500659	1	< 0.1%
499.8101126	1	< 0.1%
499.7469788	1	< 0.1%
499.723801	1	< 0.1%
499.6960606	1	< 0.1%

Impostos sobre a Propriedade
Real number (ℝ)

UNIQUE

Distinct	20000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2761.8056

Minimum	500.25817
Maximum	4999.6644
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	500.25817
5-th percentile	719.12727
Q1	1635.01
median	2773.9856
Q3	3888.5422
95-th percentile	4779.083
Maximum	4999.6644
Range	4499.4063
Interquartile range (IQR)	2253.5321

Descriptive statistics

Standard deviation	1302.7006
Coefficient of variation (CV)	0.47168438
Kurtosis	-1.1997794
Mean	2761.8056
Median Absolute Deviation (MAD)	1129.1849
Skewness	-0.01376019
Sum	55236112
Variance	1697028.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2032.27034	1	< 0.1%
4543.130497	1	< 0.1%
1631.933989	1	< 0.1%
1552.14976	1	< 0.1%
1598.823007	1	< 0.1%
4813.062336	1	< 0.1%
2246.188305	1	< 0.1%
4953.225935	1	< 0.1%
4597.788005	1	< 0.1%
1606.88139	1	< 0.1%
Other values (19990)	19990	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
500.2581696	1	< 0.1%
500.3012001	1	< 0.1%
500.3354058	1	< 0.1%
501.7021139	1	< 0.1%
501.9914325	1	< 0.1%
502.0815228	1	< 0.1%
502.2172414	1	< 0.1%
502.2766659	1	< 0.1%
502.2996779	1	< 0.1%
502.3060176	1	< 0.1%

Value	Count	Frequency (%)
4999.664433	1	< 0.1%
4999.565338	1	< 0.1%
4999.311752	1	< 0.1%
4999.002217	1	< 0.1%
4998.76776	1	< 0.1%
4998.449428	1	< 0.1%
4998.120233	1	< 0.1%
4997.615892	1	< 0.1%
4997.29817	1	< 0.1%
4997.228759	1	< 0.1%

Histórico de Valorização
Real number (ℝ)

UNIQUE

Distinct	20000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.30149382

Minimum	0.10003267
Maximum	0.49994545
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.10003267
5-th percentile	0.12028655
Q1	0.20080738
median	0.30212886
Q3	0.40275421
95-th percentile	0.4800477
Maximum	0.49994545
Range	0.39991278
Interquartile range (IQR)	0.20194683

Descriptive statistics

Standard deviation	0.11580921
Coefficient of variation (CV)	0.38411803
Kurtosis	-1.2059973
Mean	0.30149382
Median Absolute Deviation (MAD)	0.10099812
Skewness	-0.021701667
Sum	6029.8764
Variance	0.013411774
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.302762487	1	< 0.1%
0.2591587873	1	< 0.1%
0.4648408829	1	< 0.1%
0.1098509006	1	< 0.1%
0.240335933	1	< 0.1%
0.2369120919	1	< 0.1%
0.2591631955	1	< 0.1%
0.3414982968	1	< 0.1%
0.3879006244	1	< 0.1%
0.3262976105	1	< 0.1%
Other values (19990)	19990	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1000326738	1	< 0.1%
0.1000343172	1	< 0.1%
0.1000728789	1	< 0.1%
0.1000737122	1	< 0.1%
0.1000840179	1	< 0.1%
0.1001006709	1	< 0.1%
0.1001076046	1	< 0.1%
0.1001365503	1	< 0.1%
0.1001604764	1	< 0.1%
0.1001641435	1	< 0.1%

Value	Count	Frequency (%)
0.4999454506	1	< 0.1%
0.4999427359	1	< 0.1%
0.4999307119	1	< 0.1%
0.4999152197	1	< 0.1%
0.499864722	1	< 0.1%
0.4998355515	1	< 0.1%
0.4997153094	1	< 0.1%
0.499704207	1	< 0.1%
0.4996977208	1	< 0.1%
0.4996878827	1	< 0.1%

Fluxos de Caixa Anuais
Real number (ℝ)

UNIQUE

Distinct	20000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25422.182

Minimum	1003.5263
Maximum	49999.887
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1003.5263
5-th percentile	3436.7144
Q1	13284.907
median	25271.364
Q3	37660.387
95-th percentile	47515.454
Maximum	49999.887
Range	48996.36
Interquartile range (IQR)	24375.48

Descriptive statistics

Standard deviation	14123.381
Coefficient of variation (CV)	0.55555344
Kurtosis	-1.1982144
Mean	25422.182
Median Absolute Deviation (MAD)	12180.48
Skewness	0.011603141
Sum	5.0844364 × 10⁸
Variance	1.9946988 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2244.279068	1	< 0.1%
38770.5367	1	< 0.1%
26310.07429	1	< 0.1%
19854.90008	1	< 0.1%
30841.97595	1	< 0.1%
14410.43933	1	< 0.1%
9485.411553	1	< 0.1%
4037.742351	1	< 0.1%
39408.15784	1	< 0.1%
35533.76929	1	< 0.1%
Other values (19990)	19990	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1003.526278	1	< 0.1%
1004.423475	1	< 0.1%
1005.403045	1	< 0.1%
1005.435244	1	< 0.1%
1008.284248	1	< 0.1%
1009.598938	1	< 0.1%
1010.825307	1	< 0.1%
1017.659496	1	< 0.1%
1022.846001	1	< 0.1%
1024.268087	1	< 0.1%

Value	Count	Frequency (%)
49999.88676	1	< 0.1%
49990.03278	1	< 0.1%
49986.37153	1	< 0.1%
49981.37457	1	< 0.1%
49977.85994	1	< 0.1%
49975.38484	1	< 0.1%
49969.80285	1	< 0.1%
49962.47207	1	< 0.1%
49962.37472	1	< 0.1%
49955.73554	1	< 0.1%

Retorno sobre Investimento (ROI)
Real number (ℝ)

UNIQUE

Distinct	20000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.12494099

Minimum	0.050002605
Maximum	0.19999086
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.050002605
5-th percentile	0.057335876
Q1	0.087384954
median	0.1247634
Q3	0.16307368
95-th percentile	0.19243134
Maximum	0.19999086
Range	0.14998826
Interquartile range (IQR)	0.075688729

Descriptive statistics

Standard deviation	0.04348953
Coefficient of variation (CV)	0.34808057
Kurtosis	-1.2167766
Mean	0.12494099
Median Absolute Deviation (MAD)	0.037849784
Skewness	-0.0047301929
Sum	2498.8198
Variance	0.0018913392
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.05966695579	1	< 0.1%
0.1206280576	1	< 0.1%
0.06567406597	1	< 0.1%
0.1012648642	1	< 0.1%
0.1670529482	1	< 0.1%
0.1603842594	1	< 0.1%
0.09558127671	1	< 0.1%
0.1269345088	1	< 0.1%
0.188290692	1	< 0.1%
0.07025404501	1	< 0.1%
Other values (19990)	19990	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.05000260538	1	< 0.1%
0.05000569428	1	< 0.1%
0.0500131765	1	< 0.1%
0.05002822648	1	< 0.1%
0.05002849211	1	< 0.1%
0.05003099284	1	< 0.1%
0.050044856	1	< 0.1%
0.05005168826	1	< 0.1%
0.05006107701	1	< 0.1%
0.05007116285	1	< 0.1%

Value	Count	Frequency (%)
0.199990862	1	< 0.1%
0.199988173	1	< 0.1%
0.1999801234	1	< 0.1%
0.1999753151	1	< 0.1%
0.1999744802	1	< 0.1%
0.1999733013	1	< 0.1%
0.1999712106	1	< 0.1%
0.1999645355	1	< 0.1%
0.1999472173	1	< 0.1%
0.1999405651	1	< 0.1%

Data de Inclusão no Dataset
Date

Distinct	4637
Distinct (%)	23.2%
Missing	0
Missing (%)	0.0%
Memory size	156.4 KiB

Minimum	2010-01-01 00:00:00
Maximum	2023-12-28 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

Fonte dos Dados
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.4 KiB

Zillow	6732
Kaggle	6637
Redfin	6631

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	120000
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Kaggle
2nd row	Redfin
3rd row	Zillow
4th row	Zillow
5th row	Zillow

Common Values

Value	Count	Frequency (%)
Zillow	6732	33.7%
Kaggle	6637	33.2%
Redfin	6631	33.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
zillow	6732	33.7%
kaggle	6637	33.2%
redfin	6631	33.2%

Most occurring characters

Value	Count	Frequency (%)
l	20101	16.8%
i	13363	11.1%
g	13274	11.1%
e	13268	11.1%
Z	6732	5.6%
o	6732	5.6%
w	6732	5.6%
K	6637	5.5%
a	6637	5.5%
R	6631	5.5%
Other values (3)	19893	16.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	100000	83.3%
Uppercase Letter	20000	16.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	20101	20.1%
i	13363	13.4%
g	13274	13.3%
e	13268	13.3%
o	6732	6.7%
w	6732	6.7%
a	6637	6.6%
d	6631	6.6%
f	6631	6.6%
n	6631	6.6%

Uppercase Letter

Value	Count	Frequency (%)
Z	6732	33.7%
K	6637	33.2%
R	6631	33.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	120000	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	20101	16.8%
i	13363	11.1%
g	13274	11.1%
e	13268	11.1%
Z	6732	5.6%
o	6732	5.6%
w	6732	5.6%
K	6637	5.5%
a	6637	5.5%
R	6631	5.5%
Other values (3)	19893	16.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	120000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
l	20101	16.8%
i	13363	11.1%
g	13274	11.1%
e	13268	11.1%
Z	6732	5.6%
o	6732	5.6%
w	6732	5.6%
K	6637	5.5%
a	6637	5.5%
R	6631	5.5%
Other values (3)	19893	16.6%

Auto

Heatmap
Table

	ID da Propriedade	Número de Quartos	Área Total (em metros quadrados)	Idade da Propriedade	Preço de Venda Anterior	Taxas de Juros Atuais	Custos de Manutenção Anuais	Taxas de Condomínio Mensais	Impostos sobre a Propriedade	Histórico de Valorização	Fluxos de Caixa Anuais	Retorno sobre Investimento (ROI)	Tipo de Imóvel	Localização	Número de Banheiros	Condição da Propriedade	Amenidades	Histórico de Aluguel	Características do Bairro	Tendências de Mercado	Fonte dos Dados
ID da Propriedade	1.000	-0.003	0.003	-0.007	0.002	-0.003	0.010	0.004	0.004	-0.006	-0.015	0.015	0.000	0.007	0.006	0.000	0.009	0.000	0.000	0.000	0.000
Número de Quartos	-0.003	1.000	-0.003	-0.001	-0.001	0.000	0.006	-0.006	0.007	0.008	-0.003	0.004	0.011	0.000	0.007	0.001	0.000	0.000	0.000	0.000	0.005
Área Total (em metros quadrados)	0.003	-0.003	1.000	0.014	0.009	0.011	0.005	0.010	-0.006	-0.003	-0.004	-0.000	0.001	0.002	0.008	0.008	0.000	0.000	0.003	0.000	0.012
Idade da Propriedade	-0.007	-0.001	0.014	1.000	0.013	-0.005	-0.013	0.008	-0.004	0.012	-0.004	0.002	0.010	0.000	0.000	0.000	0.007	0.000	0.008	0.018	0.012
Preço de Venda Anterior	0.002	-0.001	0.009	0.013	1.000	-0.006	0.010	-0.001	0.008	-0.004	0.006	-0.004	0.013	0.011	0.000	0.000	0.000	0.000	0.011	0.000	0.009
Taxas de Juros Atuais	-0.003	0.000	0.011	-0.005	-0.006	1.000	-0.008	0.006	-0.006	-0.004	-0.012	0.007	0.005	0.000	0.000	0.000	0.012	0.007	0.002	0.000	0.000
Custos de Manutenção Anuais	0.010	0.006	0.005	-0.013	0.010	-0.008	1.000	0.015	-0.014	-0.002	-0.005	0.006	0.000	0.007	0.019	0.000	0.000	0.010	0.011	0.012	0.015
Taxas de Condomínio Mensais	0.004	-0.006	0.010	0.008	-0.001	0.006	0.015	1.000	-0.000	-0.001	-0.002	0.001	0.002	0.005	0.000	0.000	0.000	0.000	0.003	0.000	0.007
Impostos sobre a Propriedade	0.004	0.007	-0.006	-0.004	0.008	-0.006	-0.014	-0.000	1.000	0.005	0.006	-0.013	0.000	0.000	0.000	0.005	0.006	0.011	0.000	0.017	0.000
Histórico de Valorização	-0.006	0.008	-0.003	0.012	-0.004	-0.004	-0.002	-0.001	0.005	1.000	-0.003	-0.002	0.015	0.000	0.014	0.013	0.004	0.006	0.000	0.000	0.009
Fluxos de Caixa Anuais	-0.015	-0.003	-0.004	-0.004	0.006	-0.012	-0.005	-0.002	0.006	-0.003	1.000	-0.015	0.000	0.000	0.000	0.000	0.006	0.000	0.000	0.000	0.012
Retorno sobre Investimento (ROI)	0.015	0.004	-0.000	0.002	-0.004	0.007	0.006	0.001	-0.013	-0.002	-0.015	1.000	0.006	0.006	0.000	0.001	0.005	0.009	0.000	0.000	0.000
Tipo de Imóvel	0.000	0.011	0.001	0.010	0.013	0.005	0.000	0.002	0.000	0.015	0.000	0.006	1.000	0.000	0.000	0.000	0.000	0.002	0.000	0.000	0.000
Localização	0.007	0.000	0.002	0.000	0.011	0.000	0.007	0.005	0.000	0.000	0.000	0.006	0.000	1.000	0.000	0.008	0.000	0.019	0.000	0.000	0.006
Número de Banheiros	0.006	0.007	0.008	0.000	0.000	0.000	0.019	0.000	0.000	0.014	0.000	0.000	0.000	0.000	1.000	0.011	0.009	0.007	0.000	0.000	0.002
Condição da Propriedade	0.000	0.001	0.008	0.000	0.000	0.000	0.000	0.000	0.005	0.013	0.000	0.001	0.000	0.008	0.011	1.000	0.000	0.000	0.019	0.000	0.000
Amenidades	0.009	0.000	0.000	0.007	0.000	0.012	0.000	0.000	0.006	0.004	0.006	0.005	0.000	0.000	0.009	0.000	1.000	0.000	0.006	0.000	0.000
Histórico de Aluguel	0.000	0.000	0.000	0.000	0.000	0.007	0.010	0.000	0.011	0.006	0.000	0.009	0.002	0.019	0.007	0.000	0.000	1.000	0.010	0.021	0.000
Características do Bairro	0.000	0.000	0.003	0.008	0.011	0.002	0.011	0.003	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.019	0.006	0.010	1.000	0.003	0.000
Tendências de Mercado	0.000	0.000	0.000	0.018	0.000	0.000	0.012	0.000	0.017	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.021	0.003	1.000	0.000
Fonte dos Dados	0.000	0.005	0.012	0.012	0.009	0.000	0.015	0.007	0.000	0.009	0.012	0.000	0.000	0.006	0.002	0.000	0.000	0.000	0.000	0.000	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	ID da Propriedade	Tipo de Imóvel	Localização	Coordenadas Geográficas	Número de Quartos	Número de Banheiros	Área Total (em metros quadrados)	Idade da Propriedade	Condição da Propriedade	Amenidades	Preço de Venda Anterior	Data de Venda Anterior	Histórico de Aluguel	Características do Bairro	Tendências de Mercado	Taxas de Juros Atuais	Custos de Manutenção Anuais	Taxas de Condomínio Mensais	Impostos sobre a Propriedade	Histórico de Valorização	Fluxos de Caixa Anuais	Retorno sobre Investimento (ROI)	Data de Inclusão no Dataset	Fonte dos Dados
0	57	Apartamento	Cidade 8	(-70.22159224490184, 3.7662768709245995)	4	2	166.187369	21	Ruim	Garagem, Vista panorâmica	977045	1999-02-02	Não	Bairro 12	Decrescente	5.328302	3239.872395	169.978276	2032.270340	0.302762	2244.279068	0.059667	2023-07-16	Kaggle
1	4374	Condomínio	Cidade 7	(61.07885709193957, 9.97770412467574)	2	2	262.282955	32	Boa	Jardim, Garagem	1707898	2006-07-13	Não	Bairro 9	Estável	5.351933	3235.091149	280.755128	2869.364322	0.359744	7924.919127	0.112764	2020-02-04	Redfin
2	9163	Casa	Cidade 8	(32.30897809624264, 63.624690308488766)	4	2	166.031069	37	Boa	Piscina, Vista panorâmica	4607057	2013-06-22	Não	Bairro 16	Crescente	5.515889	3517.205064	165.072063	2852.936849	0.340871	5058.250324	0.149171	2014-01-10	Zillow
3	687	Condomínio	Cidade 8	(83.87940579353597, 26.253839203995028)	5	1	129.820128	14	Ruim	Garagem, Vista panorâmica	935395	1980-05-20	Sim	Bairro 15	Estável	4.499107	4659.195811	50.435326	2324.249453	0.175181	44992.924379	0.161589	2019-04-20	Zillow
4	7095	Condomínio	Cidade 5	(-12.467080314031179, 67.49621514853379)	6	1	69.168952	5	Média	Piscina, Garagem	4411898	2014-12-10	Sim	Bairro 8	Decrescente	3.940448	2483.899420	224.262297	3082.800534	0.424284	5246.988153	0.097045	2020-02-12	Zillow
5	3415	Casa	Cidade 10	(75.24883317905176, -85.7025240922493)	1	2	116.519012	26	Ruim	Piscina, Garagem	1094231	1994-12-10	Não	Bairro 11	Decrescente	5.980126	4928.513016	73.809587	1981.250423	0.157995	38756.010274	0.097435	2015-11-15	Redfin
6	3364	Apartamento	Cidade 9	(-15.74141978357278, -12.56883642175697)	2	1	213.464749	3	Boa	Garagem, Vista panorâmica	810205	2019-02-13	Não	Bairro 15	Estável	4.070654	693.406103	213.252092	2135.968161	0.406220	15208.925542	0.103029	2019-11-01	Kaggle
7	1214	Apartamento	Cidade 9	(39.74314187082672, -92.1125748716351)	3	3	108.973967	45	Excelente	Piscina, Vista panorâmica	2412245	2001-05-24	Sim	Bairro 8	Estável	3.965014	4646.657870	139.563137	4575.967799	0.396669	7468.874676	0.137234	2019-02-07	Kaggle
8	8103	Apartamento	Cidade 10	(-66.59911124548321, -166.12624342436015)	3	2	168.030694	40	Ruim	Vista panorâmica, Piscina	1494101	2009-09-21	Não	Bairro 1	Decrescente	5.490240	220.215861	361.776841	4018.903378	0.237095	36058.632438	0.139851	2016-09-26	Zillow
9	4940	Casa	Cidade 9	(50.32013469807805, 161.69079770730303)	5	1	61.659563	2	Ruim	Piscina, Vista panorâmica	4253474	1981-04-20	Sim	Bairro 1	Crescente	4.399684	1650.890563	114.005175	3982.911857	0.167236	12547.066997	0.097215	2016-07-15	Kaggle

	ID da Propriedade	Tipo de Imóvel	Localização	Coordenadas Geográficas	Número de Quartos	Número de Banheiros	Área Total (em metros quadrados)	Idade da Propriedade	Condição da Propriedade	Amenidades	Preço de Venda Anterior	Data de Venda Anterior	Histórico de Aluguel	Características do Bairro	Tendências de Mercado	Taxas de Juros Atuais	Custos de Manutenção Anuais	Taxas de Condomínio Mensais	Impostos sobre a Propriedade	Histórico de Valorização	Fluxos de Caixa Anuais	Retorno sobre Investimento (ROI)	Data de Inclusão no Dataset	Fonte dos Dados
19990	9790	Apartamento	Cidade 10	(50.54090016444087, -123.34798460414889)	5	2	58.962032	42	Ruim	Jardim, Piscina	1385785	1988-10-04	Não	Bairro 17	Decrescente	3.101941	283.372838	151.325537	2538.774267	0.257225	19434.343033	0.091835	2020-08-24	Redfin
19991	8583	Casa	Cidade 9	(44.251816328354266, 60.67223589698682)	3	2	128.723129	30	Boa	Piscina, Jardim	4587337	2007-10-19	Não	Bairro 1	Decrescente	3.096941	2558.809785	365.622130	2617.736394	0.406093	31577.058616	0.079315	2023-02-27	Redfin
19992	2424	Apartamento	Cidade 9	(77.45269359560282, -25.763245665903042)	6	1	213.533457	18	Boa	Garagem, Jardim	2536914	2016-08-11	Não	Bairro 5	Estável	5.601497	3906.695184	338.050360	4498.941298	0.183351	47231.764700	0.180442	2019-03-03	Redfin
19993	1345	Casa	Cidade 10	(-59.76283763074659, -68.17520866595058)	3	2	169.093734	13	Média	Vista panorâmica, Garagem	1669266	2012-10-21	Sim	Bairro 17	Crescente	5.424227	1859.508339	243.977912	2182.591952	0.470241	15218.750519	0.163185	2013-10-05	Redfin
19994	1437	Casa	Cidade 8	(-69.88626337174026, -84.68492829254474)	3	2	174.627557	25	Ruim	Garagem, Jardim	4942419	2000-01-11	Não	Bairro 14	Estável	4.235872	376.059024	116.658150	3147.613939	0.235974	42607.023907	0.179619	2013-11-15	Redfin
19995	9988	Condomínio	Cidade 4	(-51.638915317816306, -145.36809075622068)	3	4	223.162033	5	Excelente	Garagem, Jardim	1602495	1990-10-08	Sim	Bairro 9	Crescente	5.612125	1160.584766	322.777471	3148.212186	0.195728	2861.033043	0.162866	2016-01-13	Kaggle
19996	4904	Casa	Cidade 8	(86.33047682766414, 85.04839505544237)	1	1	114.975079	48	Boa	Piscina, Jardim	1041587	2021-11-23	Não	Bairro 8	Crescente	2.125804	1108.997023	468.348515	2500.154208	0.260354	21136.433812	0.069612	2018-12-18	Redfin
19997	7104	Condomínio	Cidade 8	(83.42827159817449, 178.18691828721228)	5	3	180.659217	24	Ruim	Piscina, Garagem	4088917	2006-07-03	Não	Bairro 15	Crescente	4.124799	4059.534511	110.763057	4125.155687	0.318427	12697.150628	0.135887	2013-04-10	Zillow
19998	3655	Condomínio	Cidade 7	(-22.581533079125876, 3.392759152503686)	2	4	164.286806	20	Excelente	Garagem, Jardim	3341784	2011-06-26	Não	Bairro 10	Decrescente	5.238071	3251.484234	91.344236	4313.495019	0.291056	20697.991076	0.118063	2011-11-16	Zillow
19999	1841	Casa	Cidade 3	(-54.29289371034657, 175.41595600176237)	4	1	92.131599	50	Ruim	Piscina, Vista panorâmica	3245392	2020-09-23	Sim	Bairro 5	Estável	2.388502	324.388111	409.620434	4720.767717	0.231574	46386.008904	0.071480	2014-07-01	Zillow

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

None

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Open Punctuation

Space Separator

Close Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

None

Common Values

Length

Most occurring characters